Sources
All accessed 2026-08-19. [vendor] marks vendor-published claims about the publisher's own market.
Spider 2.0 (ICLR 2025) + leaderboard (self-reported); BIRD + CIDR 2026 annotation-error critique; data.world/Sequeda arXiv 2311.07509 (Nov 2023) + 2405.11706 (May 2024); dbt benchmark update (Apr 7 2026) [vendor]; Cube paired benchmark (Apr 28 2026) [vendor] + arXiv 2604.25149; MotherDuck (2026) [vendor]; Uber QueryGPT (Sep 2024); Gartner AI-ready data (Feb 26 2025), agentic analytics guide (Feb 2026, secondhand); OSI announcement (Sep 23 2025); Turnbull brute-force (Jul 29 2026); Encore pgvector envelope (Mar 2026); pgvectorscale benchmark (Jun 2024) [vendor]; Jacobs "Case Against pgvector" (Oct 2025); Instacart/InfoQ (May-Aug 2025); platform vector GA dates (2023-2025) [vendor]; Pinecone sale reports (mid-2025); Thoughtworks mesh 2026; Starburst (Dec 2025); Confluent Streaming Agents (Oct 29 2025) [vendor]; Tableflow GA (Mar 19 2025) [vendor]; real-cost-of-real-time case (2025); Glean/Amazon Q ACL docs [vendor]; Restricted SharePoint Search (Apr 2024) + CIAOPS critique (May 2026); SpiceDB RAG patterns; vec2text (EMNLP 2023) + reproduction (Jul 2025); OWASP LLM08 (2025); OpenLineage-to-agent-provenance survey (arXiv 2606.04990); S3 Vectors GA (Dec 2025) [vendor]. Re-verify by Q4 2026: Gartner SPA primary; OSI adoption; dedicated-vector market state.
Source: research/R02-data-platform/sources.md in the evidence repository behind this site.